Projects per year
Personal profile
Areas of expertise
Diplomas
Awards
Education/Academic qualification
Doctor of Science, Uncertainty and Label Noise in Machine Learning, Université Catholique de Louvain
Award Date: 15 Sept 2013
Fingerprint
Dive into the research topics where Benoît Frénay is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
SafeTransRNN: Improved temporal segmentation using RNNs with state duration constraints and fuzzy transitions modelling
Poitier, P. (PI) & Frénay, B. (Supervisor)
1/01/25 → 30/09/26
Project: Research
-
Supporting Underrepresented Sign Languages through Unsupervised and Continual Deep Learning
Basso Madjoukeng, A. (PI), Kenmogne, E. B. (Co-supervisor) & Frénay, B. (Supervisor)
1/09/24 → 30/08/26
Project: PHD
-
VAMOS: Venus Atmosphere exploration through machine learning and open science in preparation to EnVision
Vandaele ICPAE, A. C. (PI), Frénay, B. (CoPI), Sermeus, J. (CoPI) & Claes, S. (CoPI)
15/09/22 → 14/09/26
Project: Research
-
CAML: Characterization of Extrasolar Systems with Machine Learning
Libert, A.-S. (PI), Frénay, B. (CoPI), Dardenne, C. (Researcher) & Caliman, A. (Researcher)
1/09/21 → 31/08/26
Project: Research
-
ARIAC by DigitalWallonia4.AI: Applications and Research for Trusted Artificial Intelligence (TRAIL-Foundations)
Frénay, B. (PI), Jacquet, J.-M. (CoI), Dumas, B. (CoI), Devroey, X. (CoI), Tuci, E. (CoI), Beuls, K. (CoI), Linden, I. (CoI), Burnay, C. (CoI), Vanderose, B. (CoI), Cleve, A. (CoI), Perrouin, G. (CoI), Heymans, P. (CoI), Vanhoof, W. (CoI), Ferry-Danini, J. (CoI) & Balfroid, M. (Researcher)
1/01/21 → 30/09/27
Project: Research
-
A Fair Enhanced Bayesian Personalized Ranking Using Adversarial Learning
Noulapeu Ngaffo, A., Albert, J., Frénay, B. & Perrouin, G., 1 Jul 2025, In: ACM Transactions on Recommender Systems.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Benchmarking Data Augmentation for Contrastive Learning in Static Sign Language Recognition
Basso Madjoukeng, A., Fink, J., Poitier, P., Kenmogne, E. B. & Frénay, B., 15 Jan 2025, ESANN 2024: 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning . i6doc.comResearch output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile9 Downloads (Pure) -
Local-global Data Augmentation for Contrastive Learning in Static Sign Language Recognition
Basso Madjoukeng, A., Kenmogne, E. B., Poitier, P., Frénay, B. & Fink, J., 2025, Advances in Intelligent Data Analysis XXIII - 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Proceedings: Intelligent Data Analysis . Krempl, G., Puolamäki, K. & Miliou, I. (eds.). p. 54-66 13 p. (Lecture Notes in Computer Science; vol. 15669 LNCS).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
File9 Downloads (Pure) -
Making Convolutional Neural Networks Energy-Efficient: An Introduction
DRAGUET, N. & Frénay, B., 2025, Proc. ESANN.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile115 Downloads (Pure) -
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation
Ghyselinck, R., Delchevalerie, V., Dumas, B. & Frénay, B., 2025, In: Transactions on Machine Learning Research. 2025-MayResearch output: Contribution to journal › Article › peer-review
Activities
-
31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Noulapeu Ngaffo, A. (Contributor), Albert, J. (Participant), Frénay, B. (Participant) & Perrouin, G. (Participant)
4 Oct 2023 → 6 Oct 2023Activity: Participating in or organising an event types › Participation in conference
-
Création d’un outil d’aide à l’apprentissage du français par la lecture pour les élèves sourds et malentendants
Cleve, A. (Supervisor), Meurant, L. (Jury Member), Frénay, B. (Jury Member) & Meurice, L. (Co-Supervisor)
19 Jun 2023Activity: Examinations › Jury
-
Dictionnaire bilingue contextuel entre langue des signes (LSFB) et français
Meurant, L. (Speaker), Fink, J. (Speaker), Fonze, S. (Speaker), ANDRE, M. (Speaker), Poitier, P. (Speaker), Heylens, A. (Speaker), Sonnemans, B. (Speaker), Frénay, B. (Speaker), Meurice, L. (Speaker) & Cleve, A. (Speaker)
12 Oct 2022Activity: Talk or presentation types › Oral presentation
-
Traitement automatique des langues des signes : questions et avancées actuelles
Meurant, L. (Organiser), Braffort, A. (Invited Speaker), Filhol, M. (Invited Speaker), Fink, J. (Participant), Poitier, P. (Participant), ANDRE, M. (Participant), Frénay, B. (Participant) & Cleve, A. (Participant)
13 Oct 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
-
Segmentation Automatique de la Langue des Signes de Belgique Francophone à l’aide de Réseaux Neuronaux Récurrents
Frénay, B. (Supervisor), Fink, J. (Co-Supervisor) & Meurant, L. (Jury Member)
Jun 2022Activity: Examinations › Jury
Press/Media
-
New Findings from University of Namur in the Area of Data Mining and Knowledge Discovery Reported (Gradient-based Explanation for Non-linear Non-parametric Dimensionality Reduction)
9/08/24
1 item of Media coverage
Press/Media: Expert Comment
-
Findings from University of Namur Provides New Data about Machine Learning (When Magnetron Sputtering Deposition Meets Machine Learning: Application To Process Anomaly Detection)
Lucas, S., Frénay, B. & Haye, E.
19/02/24
1 item of Media coverage
Press/Media: Expert Comment
-
Study Data from University of Namur Update Knowledge of Engineering (Towards Better Transition Modeling In Recurrent Neural Networks: the Case of Sign Language Tokenization)
31/01/24
1 item of Media coverage
Press/Media: Expert Comment
-
Findings from University of Namur in the Area of Information and Knowledge Management Described [Do Open Government Data (Ogd) Portals Show Signs of Knowledge Management (Km) Practices?: an Empirical Investigation]
25/12/23
1 item of Media coverage
Press/Media: Expert Comment
-
Dictionnaire contextuel bilingue langue des signes de Belgique francophone - français
André, M., Meurant, L., Cleve, A., Frénay, B., Dumas, B., Fonze, S., Sonnemans, B., Gobert, M., Fink, J., Poitier, P., Meurice, L. & Heylens, A.
11/10/22 → 13/06/23
20 items of Media coverage, 2 Media contributions
Press/Media: Other